diff --git a/pyproject.toml b/pyproject.toml
index 5ef1be5..76dc2e0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -9,7 +9,7 @@ description = "Live-pool rotation pipelines for crypto strategy runtime compatib
 readme = "README.md"
 requires-python = ">=3.11"
 dependencies = [
-  "quant-platform-kit @ git+https://github.com/QuantStrategyLab/QuantPlatformKit.git@7f140f07ac89f0b4b88347a903906825dde11c39",
+  "quant-platform-kit @ git+https://github.com/QuantStrategyLab/QuantPlatformKit.git@c812ed70f83d61bdf1816fa5ca112b0f6976c6b6",
   "pandas==3.0.3",
   "numpy==2.4.6",
   "requests==2.34.2",
diff --git a/requirements-lock.txt b/requirements-lock.txt
index 30a63a4..d0bc0c3 100644
--- a/requirements-lock.txt
+++ b/requirements-lock.txt
@@ -1,4 +1,4 @@
-quant-platform-kit @ git+https://github.com/QuantStrategyLab/QuantPlatformKit.git@7f140f07ac89f0b4b88347a903906825dde11c39
+quant-platform-kit @ git+https://github.com/QuantStrategyLab/QuantPlatformKit.git@c812ed70f83d61bdf1816fa5ca112b0f6976c6b6
 pandas==3.0.3
 numpy==2.4.6
 requests==2.34.2
diff --git a/requirements.txt b/requirements.txt
index ae3f985..ef3764a 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,4 +1,4 @@
-quant-platform-kit @ git+https://github.com/QuantStrategyLab/QuantPlatformKit.git@7f140f07ac89f0b4b88347a903906825dde11c39
+quant-platform-kit @ git+https://github.com/QuantStrategyLab/QuantPlatformKit.git@c812ed70f83d61bdf1816fa5ca112b0f6976c6b6
 pandas>=3.0.3
 numpy>=2.4.6,<2.5
 requests>=2.34.2
diff --git a/tests/test_monthly_publish_workflow_config.py b/tests/test_monthly_publish_workflow_config.py
index 74102ac..28811ba 100644
--- a/tests/test_monthly_publish_workflow_config.py
+++ b/tests/test_monthly_publish_workflow_config.py
@@ -11,7 +11,7 @@
 README_ZH_PATH = PROJECT_ROOT / "README.zh-CN.md"
 QPK_DEPENDENCY = (
     "quant-platform-kit @ "
-    "git+https://github.com/QuantStrategyLab/QuantPlatformKit.git@7f140f07ac89f0b4b88347a903906825dde11c39"
+    "git+https://github.com/QuantStrategyLab/QuantPlatformKit.git@c812ed70f83d61bdf1816fa5ca112b0f6976c6b6"
 )
 PINNED_ACTIONS = (
     "actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6",
diff --git a/uv.lock b/uv.lock
index eecadd1..4195c94 100644
--- a/uv.lock
+++ b/uv.lock
@@ -181,6 +181,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/db/8f/61959034484a4a7c527811f4721e75d02d653a35afb0b6054474d8185d4c/charset_normalizer-3.4.7-py3-none-any.whl", hash = "sha256:3dce51d0f5e7951f8bb4900c257dad282f49190fdbebecd4ba99bcc41fef404d", size = 61958, upload-time = "2026-04-02T09:28:37.794Z" },
 ]
 
+[[package]]
+name = "cloudpickle"
+version = "3.1.2"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/27/fb/576f067976d320f5f0114a8d9fa1215425441bb35627b1993e5afd8111e5/cloudpickle-3.1.2.tar.gz", hash = "sha256:7fda9eb655c9c230dab534f1983763de5835249750e85fbcef43aaa30a9a2414", size = 22330, upload-time = "2025-11-03T09:25:26.604Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/88/39/799be3f2f0f38cc727ee3b4f1445fe6d5e4133064ec2e4115069418a5bb6/cloudpickle-3.1.2-py3-none-any.whl", hash = "sha256:9acb47f6afd73f60dc1df93bb801b472f05ff42fa6c84167d25cb206be1fbf4a", size = 22228, upload-time = "2025-11-03T09:25:25.534Z" },
+]
+
 [[package]]
 name = "colorama"
 version = "0.4.6"
@@ -298,16 +307,16 @@ test = [
 
 [package.metadata]
 requires-dist = [
-    { name = "google-cloud-firestore", specifier = "==2.29.0" },
+    { name = "google-cloud-firestore", specifier = "==2.30.0" },
     { name = "google-cloud-storage", specifier = "==3.13.1" },
-    { name = "joblib", specifier = "==1.5.3" },
+    { name = "joblib", specifier = "==1.6.0" },
     { name = "lightgbm", specifier = "==4.7.0" },
     { name = "matplotlib", specifier = "==3.11.0" },
     { name = "numpy", specifier = "==2.4.6" },
     { name = "pandas", specifier = "==3.0.3" },
     { name = "pytest", marker = "extra == 'test'", specifier = ">=8" },
     { name = "pyyaml", specifier = "==6.0.3" },
-    { name = "quant-platform-kit", git = "https://github.com/QuantStrategyLab/QuantPlatformKit.git?rev=7f140f07ac89f0b4b88347a903906825dde11c39" },
+    { name = "quant-platform-kit", git = "https://github.com/QuantStrategyLab/QuantPlatformKit.git?rev=c812ed70f83d61bdf1816fa5ca112b0f6976c6b6" },
     { name = "requests", specifier = "==2.34.2" },
     { name = "scikit-learn", specifier = "==1.9.0" },
     { name = "scipy", specifier = "==1.17.1" },
@@ -478,7 +487,7 @@ wheels = [
 
 [[package]]
 name = "google-cloud-firestore"
-version = "2.29.0"
+version = "2.30.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "google-api-core", extra = ["grpc"] },
@@ -488,9 +497,9 @@ dependencies = [
     { name = "proto-plus" },
     { name = "protobuf" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/fa/e0/e63f6389903fded5c8fd60f464f0e0c443d1a9f4d447165ce8a88bd3a8d7/google_cloud_firestore-2.29.0.tar.gz", hash = "sha256:605a8463959da450531b09b60d4093c427d063e8880a38ed36f9bc02adc8ab99", size = 655284, upload-time = "2026-08-25T19:18:51.747Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/ca/ec/5d88afbf5b0a06f68fe632cfe0729d39ef3f26468334d03be7705a873ab5/google_cloud_firestore-2.30.0.tar.gz", hash = "sha256:4959011b0dba6c71c056653ace1caef362169475314eddb036683010e99d98eb", size = 658312, upload-time = "2026-09-03T22:31:11.811Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/4e/a6/e7e2c1d83eda1bc022c50b4ed100782134348352b7fe43bf1a4721261d62/google_cloud_firestore-2.29.0-py3-none-any.whl", hash = "sha256:dd4e686610090a918da29f7e97a7f0cc6cb9e9b98c7d06b86471df45048cad2b", size = 432144, upload-time = "2026-08-24T21:55:36.901Z" },
+    { url = "https://files.pythonhosted.org/packages/30/67/c0ccbec09c76f0750d736c0138d7380f9693c8fa8e8a33babc6ce6e50556/google_cloud_firestore-2.30.0-py3-none-any.whl", hash = "sha256:85098db598fbd8747efd2265836152f2f05abfb2b6e1c001a31cdce0964ba447", size = 436499, upload-time = "2026-09-03T22:30:32.085Z" },
 ]
 
 [[package]]
@@ -649,11 +658,14 @@ wheels = [
 
 [[package]]
 name = "joblib"
-version = "1.5.3"
+version = "1.6.0"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/41/f2/d34e8b3a08a9cc79a50b2208a93dce981fe615b64d5a4d4abee421d898df/joblib-1.5.3.tar.gz", hash = "sha256:8561a3269e6801106863fd0d6d84bb737be9e7631e33aaed3fb9ce5953688da3", size = 331603, upload-time = "2025-12-15T08:41:46.427Z" }
+dependencies = [
+    { name = "cloudpickle" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/d5/1d/537ab090f302b838943a1b56497dd53059b9a9b46a074936470173a2e207/joblib-1.6.0.tar.gz", hash = "sha256:2ccc96785b12046c08fd6d55839c12857831b54a3c1673ffadd2f04bfc4eda03", size = 327903, upload-time = "2026-08-31T09:39:04.122Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/7b/91/984aca2ec129e2757d1e4e3c81c3fcda9d0f85b74670a094cc443d9ee949/joblib-1.5.3-py3-none-any.whl", hash = "sha256:5fc3c5039fc5ca8c0276333a188bbd59d6b7ab37fe6632daa76bc7f9ec18e713", size = 309071, upload-time = "2025-12-15T08:41:44.973Z" },
+    { url = "https://files.pythonhosted.org/packages/18/53/84099323c2ec4be98d935f63c033ac4151ee83836ca1050ede3b3aadf155/joblib-1.6.0-py3-none-any.whl", hash = "sha256:3dbbf9f6e4b592a2357b854608e980fe6390d131d7a82f011a377ef2ebef7aba", size = 306115, upload-time = "2026-08-31T09:39:02.298Z" },
 ]
 
 [[package]]
@@ -1255,8 +1267,8 @@ wheels = [
 
 [[package]]
 name = "quant-platform-kit"
-version = "0.10.0"
-source = { git = "https://github.com/QuantStrategyLab/QuantPlatformKit.git?rev=7f140f07ac89f0b4b88347a903906825dde11c39#7f140f07ac89f0b4b88347a903906825dde11c39" }
+version = "1.0.0"
+source = { git = "https://github.com/QuantStrategyLab/QuantPlatformKit.git?rev=c812ed70f83d61bdf1816fa5ca112b0f6976c6b6#c812ed70f83d61bdf1816fa5ca112b0f6976c6b6" }
 
 [[package]]
 name = "requests"